In [4]:
!pip install folium

Collecting folium
  Downloading folium-0.12.1.post1-py2.py3-none-any.whl (95 kB)
Requirement already satisfied: numpy in c:\users\e.daboner\anaconda3\lib\site-packages (from folium) (1.20.1)
Requirement already satisfied: jinja2>=2.9 in c:\users\e.daboner\anaconda3\lib\site-packages (from folium) (2.11.3)
Requirement already satisfied: requests in c:\users\e.daboner\anaconda3\lib\site-packages (from folium) (2.25.1)
Collecting branca>=0.3.0
  Downloading branca-0.5.0-py3-none-any.whl (24 kB)
Requirement already satisfied: MarkupSafe>=0.23 in c:\users\e.daboner\anaconda3\lib\site-packages (from jinja2>=2.9->folium) (1.1.1)
Requirement already satisfied: certifi>=2017.4.17 in c:\users\e.daboner\anaconda3\lib\site-packages (from requests->folium) (2020.12.5)
Requirement already satisfied: urllib3<1.27,>=1.21.1 in c:\users\e.daboner\anaconda3\lib\site-packages (from requests->folium) (1.26.4)
Requirement already satisfied: idna<3,>=2.5 in c:\users\e.daboner\anaconda3\lib\site-packages (from requests->folium) (2.10)
Requirement already satisfied: chardet<5,>=3.0.2 in c:\users\e.daboner\anaconda3\lib\site-packages (from requests->folium) (4.0.0)
Installing collected packages: branca, folium
Successfully installed branca-0.5.0 folium-0.12.1.post1
In [24]:
!pip install polyline

Collecting polyline
  Downloading polyline-1.4.0-py2.py3-none-any.whl (4.4 kB)
Requirement already satisfied: six>=1.8.0 in c:\users\e.daboner\anaconda3\lib\site-packages (from polyline) (1.15.0)
Installing collected packages: polyline
Successfully installed polyline-1.4.0
In [25]:
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import numpy as np
import folium
import requests
import polyline
dataFrame=pd.read_csv('c:/datasets/RAS2.csv')
In [2]:
dataFrame.head()
Out[2]:
Time UTC Time Lap GPS_Update GPS_Delay Latitude Longitude Altitude (m) Altitude (ft) Speed (Km/h) Heading Accuracy (m) Accel X Accel Y Accel Z Brake (calculated) Barometric Pressure (kPa) Pressure Altitude (m)
0 0.000 1659024166 0 1 0 9.051417 7.491423 485.6 1593 0.3 -1.0 5.3 0.56 -1.05 1.04 1 95.55 492.2
1 0.006 1659024166 0 0 0 9.051417 7.491423 485.6 1593 0.3 -1.0 5.3 0.53 -1.05 1.04 1 95.55 492.2
2 0.053 1659024166 0 0 0 9.051417 7.491423 485.6 1593 0.3 -1.0 5.3 0.56 -1.04 1.10 1 95.55 492.2
3 0.104 1659024166 0 0 0 9.051417 7.491423 485.6 1593 0.3 -1.0 5.3 0.56 -1.04 1.10 1 95.55 492.2
4 0.154 1659024166 0 0 0 9.051417 7.491423 485.6 1593 0.3 -1.0 5.3 0.59 -1.04 1.14 1 95.55 492.2
In [3]:
dataFrame.info()

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 18246 entries, 0 to 18245
Data columns (total 18 columns):
 #   Column                     Non-Null Count  Dtype  
---  ------                     --------------  -----  
 0   Time                       18246 non-null  float64
 1   UTC Time                   18246 non-null  int64  
 2   Lap                        18246 non-null  int64  
 3   GPS_Update                 18246 non-null  int64  
 4   GPS_Delay                  18246 non-null  int64  
 5   Latitude                   18246 non-null  float64
 6   Longitude                  18246 non-null  float64
 7   Altitude (m)               18246 non-null  float64
 8   Altitude (ft)              18246 non-null  int64  
 9   Speed (Km/h)               18246 non-null  float64
 10  Heading                    18246 non-null  float64
 11  Accuracy (m)               18246 non-null  float64
 12  Accel X                    18246 non-null  float64
 13  Accel Y                    18246 non-null  float64
 14  Accel Z                    18246 non-null  float64
 15  Brake (calculated)         18246 non-null  int64  
 16  Barometric Pressure (kPa)  18246 non-null  float64
 17  Pressure Altitude (m)      18246 non-null  float64
dtypes: float64(12), int64(6)
memory usage: 2.5 MB
In [4]:
newDf=dataFrame.drop(index=dataFrame.index[0::2])
newDf
newDf2=newDf.reset_index()
newDf3=newDf2.drop(index=newDf2.index[0::2])
newDf4=newDf3.reset_index()
newDf5=newDf4.drop(index=newDf4.index[0::2])
newDf5.head()
Out[4]:
level_0 index Time UTC Time Lap GPS_Update GPS_Delay Latitude Longitude Altitude (m) Altitude (ft) Speed (Km/h) Heading Accuracy (m) Accel X Accel Y Accel Z Brake (calculated) Barometric Pressure (kPa) Pressure Altitude (m)
1 3 7 0.305 1659024166 0 0 0 9.051417 7.491423 485.6 1593 0.3 -1.0 5.3 0.59 -1.05 1.13 1 95.55 492.2
3 7 15 0.696 1659024167 0 0 0 9.051419 7.491430 485.5 1593 1.2 -1.0 5.2 0.59 -1.04 1.09 1 95.55 492.3
5 11 23 1.099 1659024167 0 0 0 9.051419 7.491430 485.5 1593 1.2 -1.0 5.2 0.55 -1.03 1.09 1 95.55 492.3
7 15 31 1.499 1659024167 0 0 0 9.051419 7.491430 485.5 1593 1.2 -1.0 5.2 0.56 -1.06 1.11 1 95.55 492.3
9 19 39 1.901 1659024168 0 0 0 9.051417 7.491431 485.4 1592 0.6 -1.0 5.1 0.56 -1.04 1.12 1 95.55 492.3
In [5]:
newDf5.shape
Out[5]:
(2280, 20)
In [6]:
locations=newDf5[["Latitude", "Longitude"]]
print(locations)

locationslist=locations.values.tolist()

print(len(locationslist))

print()
print(locationslist)

print(locationslist[9])

      Latitude  Longitude
1     9.051417   7.491423
3     9.051419   7.491430
5     9.051419   7.491430
7     9.051419   7.491430
9     9.051417   7.491431
...        ...        ...
4551  9.069009   7.446148
4553  9.069009   7.446148
4555  9.068983   7.446154
4557  9.068983   7.446154
4559  9.068983   7.446154

[2280 rows x 2 columns]
2280

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[9.0514302, 7.4914384]
In [7]:
location_details=newDf5[["UTC Time", 'Speed (Km/h)']]

locationdetailslist=location_details.values.tolist()
print(len(locationdetailslist))
print()
print(locationdetailslist)
print()
print(locationdetailslist[9])

2280

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[1659024976.0, 27.7], [1659024977.0, 22.7], [1659024977.0, 22.7], [1659024977.0, 22.7], [1659024978.0, 15.2], [1659024978.0, 15.2], [1659024979.0, 9.6], [1659024979.0, 9.6], [1659024979.0, 9.6], [1659024980.0, 0.0], [1659024980.0, 0.0], [1659024981.0, 0.0], [1659024981.0, 0.0], [1659024981.0, 0.0], [1659024982.0, 0.0], [1659024982.0, 0.0], [1659024983.0, 0.0], [1659024983.0, 0.0], [1659024983.0, 0.0], [1659024984.0, 0.0], [1659024984.0, 0.0], [1659024985.0, 0.0], [1659024985.0, 0.0], [1659024985.0, 0.0], [1659024986.0, 0.0], [1659024986.0, 0.0], [1659024987.0, 0.0], [1659024987.0, 0.0], [1659024987.0, 0.0], [1659024988.0, 0.0], [1659024988.0, 0.0], [1659024988.0, 0.0], [1659024989.0, 0.0], [1659024989.0, 0.0], [1659024990.0, 0.0], [1659024990.0, 0.0], [1659024990.0, 0.0], [1659024991.0, 0.0], [1659024991.0, 0.0], [1659024992.0, 0.0], [1659024992.0, 0.0], [1659024992.0, 0.0], [1659024993.0, 0.0], [1659024993.0, 0.0], [1659024994.0, 0.0], [1659024994.0, 0.0], [1659024994.0, 0.0], [1659024995.0, 0.0], [1659024995.0, 0.0], [1659024996.0, 0.0], [1659024996.0, 0.0], [1659024996.0, 0.0], [1659024997.0, 11.3], [1659024997.0, 11.3], [1659024998.0, 17.1], [1659024998.0, 17.1], [1659024998.0, 17.1], [1659024999.0, 15.7], [1659024999.0, 15.7], [1659025000.0, 11.5], [1659025000.0, 11.5], [1659025000.0, 11.5], [1659025001.0, 9.1], [1659025001.0, 9.1], [1659025002.0, 9.1], [1659025002.0, 8.4], [1659025002.0, 8.4], [1659025003.0, 14.0], [1659025003.0, 14.0], [1659025004.0, 14.0], [1659025004.0, 23.1], [1659025004.0, 23.1], [1659025005.0, 28.1], [1659025005.0, 28.1], [1659025005.0, 28.1], [1659025006.0, 33.1], [1659025006.0, 33.1], [1659025007.0, 37.5], [1659025007.0, 37.5], [1659025007.0, 37.5], [1659025008.0, 41.1], [1659025008.0, 41.1], [1659025009.0, 44.4], [1659025009.0, 44.4], [1659025009.0, 44.4], [1659025010.0, 47.1], [1659025010.0, 47.1], [1659025011.0, 49.9], [1659025011.0, 49.9], [1659025011.0, 49.9], [1659025012.0, 51.0], [1659025012.0, 51.0], [1659025013.0, 51.3], [1659025013.0, 51.3], [1659025013.0, 51.3], [1659025014.0, 51.3], [1659025014.0, 51.3], [1659025015.0, 50.8], [1659025015.0, 50.8], [1659025015.0, 50.8], [1659025016.0, 50.2], [1659025016.0, 50.2], [1659025017.0, 50.2], [1659025017.0, 49.1], [1659025017.0, 49.1], [1659025018.0, 46.9], [1659025018.0, 46.9], [1659025018.0, 46.9], [1659025019.0, 45.1], [1659025019.0, 45.1], [1659025020.0, 43.4], [1659025020.0, 43.4], [1659025020.0, 43.4], [1659025021.0, 41.5], [1659025021.0, 41.5], [1659025022.0, 39.9], [1659025022.0, 39.9], [1659025022.0, 39.9], [1659025023.0, 37.4], [1659025023.0, 37.4], [1659025024.0, 34.9], [1659025024.0, 34.9], [1659025024.0, 34.9], [1659025025.0, 30.1], [1659025025.0, 30.1], [1659025026.0, 24.9], [1659025026.0, 24.9], [1659025026.0, 24.9], [1659025027.0, 18.8], [1659025027.0, 18.8], [1659025028.0, 12.7], [1659025028.0, 12.7], [1659025028.0, 12.7], [1659025029.0, 8.7], [1659025029.0, 8.7], [1659025030.0, 7.6], [1659025030.0, 7.6], [1659025030.0, 7.6], [1659025031.0, 11.8], [1659025031.0, 11.8], [1659025031.0, 11.8], [1659025032.0, 14.3], [1659025032.0, 14.3], [1659025033.0, 17.7], [1659025033.0, 17.7], [1659025033.0, 17.7], [1659025034.0, 21.3], [1659025034.0, 21.3], [1659025035.0, 24.8], [1659025035.0, 24.8], [1659025035.0, 24.8], [1659025036.0, 28.0], [1659025036.0, 28.0], [1659025037.0, 29.7], [1659025037.0, 29.7], [1659025037.0, 29.7], [1659025038.0, 29.8], [1659025038.0, 29.8], [1659025039.0, 28.9], [1659025039.0, 28.9], [1659025039.0, 28.9], [1659025040.0, 29.5], [1659025040.0, 29.5], [1659025041.0, 29.5], [1659025041.0, 31.1], [1659025041.0, 31.1], [1659025042.0, 32.3], [1659025042.0, 32.3], [1659025043.0, 32.3], [1659025043.0, 33.1], [1659025043.0, 33.1], [1659025044.0, 34.2], [1659025044.0, 34.2], [1659025044.0, 34.2], [1659025045.0, 34.1], [1659025045.0, 34.1], [1659025046.0, 33.7], [1659025046.0, 33.7], [1659025046.0, 33.7], [1659025047.0, 34.2], [1659025047.0, 34.2], [1659025048.0, 31.6], [1659025048.0, 31.6], [1659025048.0, 31.6], [1659025049.0, 27.7], [1659025049.0, 27.7], [1659025050.0, 27.7], [1659025050.0, 25.9], [1659025050.0, 25.9], [1659025051.0, 26.3], [1659025051.0, 26.3], [1659025052.0, 26.3], [1659025052.0, 28.3], [1659025052.0, 28.3], [1659025053.0, 29.4], [1659025053.0, 29.4], [1659025054.0, 29.4], [1659025054.0, 28.7], [1659025054.0, 28.7], [1659025055.0, 28.6], [1659025055.0, 28.6], [1659025056.0, 28.6], [1659025056.0, 29.4], [1659025056.0, 29.4], [1659025057.0, 30.6], [1659025057.0, 30.6], [1659025058.0, 30.6], [1659025058.0, 30.9], [1659025058.0, 30.9], [1659025059.0, 30.5], [1659025059.0, 30.5], [1659025060.0, 30.5], [1659025060.0, 29.1], [1659025060.0, 29.1], [1659025061.0, 27.2], [1659025061.0, 27.2], [1659025062.0, 27.2], [1659025062.0, 24.8], [1659025062.0, 24.8], [1659025063.0, 22.0], [1659025063.0, 22.0], [1659025064.0, 22.0], [1659025064.0, 18.0], [1659025064.0, 18.0], [1659025065.0, 14.6], [1659025065.0, 14.6], [1659025066.0, 14.6], [1659025066.0, 11.2], [1659025066.0, 11.2], [1659025067.0, 8.8], [1659025067.0, 8.8], [1659025068.0, 8.8]]

[1659024170.0, 0.0]
In [8]:
map = folium.Map(location=[locations.Latitude.mean(), locations.Longitude.mean()], zoom_start=13)
map
Out[8]:
Make this Notebook Trusted to load map: File -> Trust Notebook
In [9]:
#starting point
folium.Marker(locationslist[1], popup=locationdetailslist[1],icon=folium.Icon(color="darkpurple", icon_color='white', icon="twitter", prefix='fa')).add_to(map)
folium.PolyLine(locations = [locationslist[1], locationslist[2]],
                line_opacity = 0.2).add_to(map)

map
Out[9]:
Make this Notebook Trusted to load map: File -> Trust Notebook
In [10]:
#middle point
folium.CircleMarker(locationslist[100], radius=1, popup=locationdetailslist[100]).add_to(map)
#folium.PolyLine(locations = [locationslist[100], locationslist[101]],
#            line_opacity = 0.2).add_to(map)
map
Out[10]:
Make this Notebook Trusted to load map: File -> Trust Notebook
In [11]:
map = folium.Map(location=[locations.Latitude.mean(), locations.Longitude.mean()], zoom_start=13)
map
Out[11]:
Make this Notebook Trusted to load map: File -> Trust Notebook
In [12]:
map = folium.Map(location=[locations.Latitude.mean(), locations.Longitude.mean()], zoom_start=13)

#starting point
folium.Marker(locationslist[1], popup=locationdetailslist[1],icon=folium.Icon(color="green", icon_color='white', icon="flag-checkered", prefix='fa')).add_to(map)
folium.PolyLine(locations = [locationslist[1], locationslist[2]],
                line_opacity = 0.2).add_to(map)

#middle points
for point in range(1, len(locationslist)-1):
    folium.CircleMarker(locationslist[point], radius=1, popup=locationdetailslist[point]).add_to(map)
    folium.PolyLine(locations = [locationslist[point], locationslist[point+1]],
                line_opacity = 0.2).add_to(map)

#Finish line    
folium.Marker(locationslist[len(locationslist)-1], popup=locationdetailslist[len(locationslist)-1],icon=folium.Icon(color="red", icon_color='white', icon="flag-checkered", prefix='fa')).add_to(map)
folium.PolyLine(locations = [locationslist[len(locationslist)-2], locationslist[len(locationslist)-1]],
                line_opacity = 0.2).add_to(map)
map
Out[12]:
Make this Notebook Trusted to load map: File -> Trust Notebook
In [13]:
help(folium.Icon)

Help on class Icon in module folium.map:

class Icon(branca.element.MacroElement)
 |  Icon(color='blue', icon_color='white', icon='info-sign', angle=0, prefix='glyphicon', **kwargs)
 |  
 |  Creates an Icon object that will be rendered
 |  using Leaflet.awesome-markers.
 |  
 |  Parameters
 |  ----------
 |  color : str, default 'blue'
 |      The color of the marker. You can use:
 |  
 |          ['red', 'blue', 'green', 'purple', 'orange', 'darkred',
 |           'lightred', 'beige', 'darkblue', 'darkgreen', 'cadetblue',
 |           'darkpurple', 'white', 'pink', 'lightblue', 'lightgreen',
 |           'gray', 'black', 'lightgray']
 |  
 |  icon_color : str, default 'white'
 |      The color of the drawing on the marker. You can use colors above,
 |      or an html color code.
 |  icon : str, default 'info-sign'
 |      The name of the marker sign.
 |      See Font-Awesome website to choose yours.
 |      Warning : depending on the icon you choose you may need to adapt
 |      the `prefix` as well.
 |  angle : int, default 0
 |      The icon will be rotated by this amount of degrees.
 |  prefix : str, default 'glyphicon'
 |      The prefix states the source of the icon. 'fa' for font-awesome or
 |      'glyphicon' for bootstrap 3.
 |  
 |  https://github.com/lvoogdt/Leaflet.awesome-markers
 |  
 |  Method resolution order:
 |      Icon
 |      branca.element.MacroElement
 |      branca.element.Element
 |      builtins.object
 |  
 |  Methods defined here:
 |  
 |  __init__(self, color='blue', icon_color='white', icon='info-sign', angle=0, prefix='glyphicon', **kwargs)
 |      Initialize self.  See help(type(self)) for accurate signature.
 |  
 |  ----------------------------------------------------------------------
 |  Data and other attributes defined here:
 |  
 |  color_options = {'beige', 'black', 'blue', 'cadetblue', 'darkblue', 'd...
 |  
 |  ----------------------------------------------------------------------
 |  Methods inherited from branca.element.MacroElement:
 |  
 |  render(self, **kwargs)
 |      Renders the HTML representation of the element.
 |  
 |  ----------------------------------------------------------------------
 |  Methods inherited from branca.element.Element:
 |  
 |  add_child(self, child, name=None, index=None)
 |      Add a child.
 |  
 |  add_children(self, child, name=None, index=None)
 |      Add a child.
 |  
 |  add_to(self, parent, name=None, index=None)
 |      Add element to a parent.
 |  
 |  get_bounds(self)
 |      Computes the bounds of the object and all it's children
 |      in the form [[lat_min, lon_min], [lat_max, lon_max]].
 |  
 |  get_name(self)
 |      Returns a string representation of the object.
 |      This string has to be unique and to be a python and
 |      javascript-compatible
 |      variable name.
 |  
 |  get_root(self)
 |      Returns the root of the elements tree.
 |  
 |  save(self, outfile, close_file=True, **kwargs)
 |      Saves an Element into a file.
 |      
 |      Parameters
 |      ----------
 |      outfile : str or file object
 |          The file (or filename) where you want to output the html.
 |      close_file : bool, default True
 |          Whether the file has to be closed after write.
 |  
 |  to_dict(self, depth=-1, ordered=True, **kwargs)
 |      Returns a dict representation of the object.
 |  
 |  to_json(self, depth=-1, **kwargs)
 |      Returns a JSON representation of the object.
 |  
 |  ----------------------------------------------------------------------
 |  Data descriptors inherited from branca.element.Element:
 |  
 |  __dict__
 |      dictionary for instance variables (if defined)
 |  
 |  __weakref__
 |      list of weak references to the object (if defined)
In [ ]:
In [14]:
help(folium.CircleMarker)

Help on class CircleMarker in module folium.vector_layers:

class CircleMarker(folium.map.Marker)
 |  CircleMarker(location=None, radius=10, popup=None, tooltip=None, **kwargs)
 |  
 |  A circle of a fixed size with radius specified in pixels.
 |  
 |  See :func:`folium.vector_layers.path_options` for the `Path` options.
 |  
 |  Parameters
 |  ----------
 |  location: tuple[float, float]
 |      Latitude and Longitude pair (Northing, Easting)
 |  popup: string or folium.Popup, default None
 |      Input text or visualization for object displayed when clicking.
 |  tooltip: str or folium.Tooltip, default None
 |      Display a text when hovering over the object.
 |  radius: float, default 10
 |      Radius of the circle marker, in pixels.
 |  **kwargs
 |      Other valid (possibly inherited) options. See:
 |      https://leafletjs.com/reference-1.6.0.html#circlemarker
 |  
 |  Method resolution order:
 |      CircleMarker
 |      folium.map.Marker
 |      branca.element.MacroElement
 |      branca.element.Element
 |      builtins.object
 |  
 |  Methods defined here:
 |  
 |  __init__(self, location=None, radius=10, popup=None, tooltip=None, **kwargs)
 |      Initialize self.  See help(type(self)) for accurate signature.
 |  
 |  ----------------------------------------------------------------------
 |  Methods inherited from folium.map.Marker:
 |  
 |  render(self)
 |      Renders the HTML representation of the element.
 |  
 |  ----------------------------------------------------------------------
 |  Methods inherited from branca.element.Element:
 |  
 |  add_child(self, child, name=None, index=None)
 |      Add a child.
 |  
 |  add_children(self, child, name=None, index=None)
 |      Add a child.
 |  
 |  add_to(self, parent, name=None, index=None)
 |      Add element to a parent.
 |  
 |  get_bounds(self)
 |      Computes the bounds of the object and all it's children
 |      in the form [[lat_min, lon_min], [lat_max, lon_max]].
 |  
 |  get_name(self)
 |      Returns a string representation of the object.
 |      This string has to be unique and to be a python and
 |      javascript-compatible
 |      variable name.
 |  
 |  get_root(self)
 |      Returns the root of the elements tree.
 |  
 |  save(self, outfile, close_file=True, **kwargs)
 |      Saves an Element into a file.
 |      
 |      Parameters
 |      ----------
 |      outfile : str or file object
 |          The file (or filename) where you want to output the html.
 |      close_file : bool, default True
 |          Whether the file has to be closed after write.
 |  
 |  to_dict(self, depth=-1, ordered=True, **kwargs)
 |      Returns a dict representation of the object.
 |  
 |  to_json(self, depth=-1, **kwargs)
 |      Returns a JSON representation of the object.
 |  
 |  ----------------------------------------------------------------------
 |  Data descriptors inherited from branca.element.Element:
 |  
 |  __dict__
 |      dictionary for instance variables (if defined)
 |  
 |  __weakref__
 |      list of weak references to the object (if defined)
In [15]:
#OSRM
In [16]:
print(len(locationslist))
print(locationslist[0])
print(locationslist[2279])

2280
[9.0514168, 7.4914232]
[9.068983, 7.4461538]
In [ ]:
http://router.project-osrm.org/route/v1/driving/13.388860,52.517037;13.397634,52.529407;13.428555,52.523219?overview=false
In [19]:
url = "http://router.project-osrm.org/route/v1/driving/9.0514168,7.4914232;9.068983,7.4461538"
r = requests.get(url)
res = r.json()
res
Out[19]:
{'code': 'Ok',
 'routes': [{'geometry': 's~ul@u{gv@dPnBhU|FtZxKf^|EwCuR|@gAvEEeD}IeG_H{FoYpAmBfUeGrVq@hSdA`q@uk@fMkElGmFpJxC`d@|FnKrC',
   'legs': [{'steps': [],
     'summary': '',
     'weight': 1082,
     'duration': 1082,
     'distance': 7416}],
   'weight_name': 'routability',
   'weight': 1082,
   'duration': 1082,
   'distance': 7416}],
 'waypoints': [{'hint': '45nfgtAz5oNJAAAAdQAAAFkJAACiAgAAkhZKQn7SoEI9pM5E88_oQ0kAAAB1AAAAWQkAAKICAACZGgAA8jGKAMBLcgAZHYoAX09yAA0A3wsm41_Y',
   'distance': 597.956307,
   'name': '',
   'location': [9.056754, 7.490496]},
  {'hint': 'D5zfghU05oMAAAAAaQAAAJ8DAAD8BQAAAAAAAGygkEIDQyBE3EGERAAAAABpAAAAnwMAAPwFAACZGgAA3mmKAGmacQC3YYoAip5xAAIA_wEm41_Y',
   'distance': 258.347153,
   'name': '',
   'location': [9.07107, 7.445097]}]}
In [ ]:
'''
The trip has distance of 7416 meters and a travel time of 1082 seconds

'''
In [36]:
polyline.decode('s~ul@u{gv@dPnBhU|FtZxKf^|EwCuR|@gAvEEeD}IeG_H{FoYpAmBfUeGrVq@hSdA`q@uk@fMkElGmFpJxC`d@|FnKrC', precision=5, geojson=True)
Out[36]:
[(9.05675, 7.4905),
 (9.05619, 7.48775),
 (9.05492, 7.48418),
 (9.05287, 7.47975),
 (9.05176, 7.47475),
 (9.05491, 7.47551),
 (9.05527, 7.4752),
 (9.0553, 7.47412),
 (9.05705, 7.47495),
 (9.05849, 7.47626),
 (9.06273, 7.47752),
 (9.06328, 7.47711),
 (9.06459, 7.47355),
 (9.06484, 7.46977),
 (9.06449, 7.46652),
 (9.07164, 7.45851),
 (9.07266, 7.45623),
 (9.07385, 7.45488),
 (9.07308, 7.45303),
 (9.07181, 7.4471),
 (9.07107, 7.4451)]
In [45]:
def get_route(pickup_lat, pickup_lon, dropoff_lat, dropoff_lon):
    
    loc = "{},{};{},{}".format(pickup_lat, pickup_lon, dropoff_lat, dropoff_lon)
    url = "http://router.project-osrm.org/route/v1/driving/"
    r = requests.get(url + loc) 
    if r.status_code!= 200:
        return {}
  
    res = r.json()   
    routes = polyline.decode(res['routes'][0]['geometry'], precision=5, geojson=True)
    start_point = [res['waypoints'][0]['location'][0], res['waypoints'][0]['location'][1]]
    end_point = [res['waypoints'][1]['location'][0], res['waypoints'][1]['location'][1]]

    distance = res['routes'][0]['distance']
    
    out = {'route':routes,
           'start_point':start_point,
           'end_point':end_point,
           'distance':distance
          }

    return out
In [46]:
pickup_lat, pickup_lon, dropoff_lat, dropoff_lon = 9.0514168,7.4914232,9.068983,7.4461538
test_route = get_route(pickup_lat, pickup_lon, dropoff_lat, dropoff_lon)
test_route
Out[46]:
{'route': [(9.05675, 7.4905),
  (9.05619, 7.48775),
  (9.05492, 7.48418),
  (9.05287, 7.47975),
  (9.05176, 7.47475),
  (9.05491, 7.47551),
  (9.05527, 7.4752),
  (9.0553, 7.47412),
  (9.05705, 7.47495),
  (9.05849, 7.47626),
  (9.06273, 7.47752),
  (9.06328, 7.47711),
  (9.06459, 7.47355),
  (9.06484, 7.46977),
  (9.06449, 7.46652),
  (9.07164, 7.45851),
  (9.07266, 7.45623),
  (9.07385, 7.45488),
  (9.07308, 7.45303),
  (9.07181, 7.4471),
  (9.07107, 7.4451)],
 'start_point': [9.056754, 7.490496],
 'end_point': [9.07107, 7.445097],
 'distance': 7416}
In [65]:
def get_map(route):
    
    m = folium.Map(location=[(route['start_point'][0] + route['end_point'][0])/2, 
                             (route['start_point'][1] + route['end_point'][1])/2], 
                   zoom_start=13)

    folium.PolyLine(
        route['route'],
        weight=8,
        color='black',
        opacity=0.6
    ).add_to(m)

    folium.Marker(
        location=route['start_point'],
        icon=folium.Icon(color="green", icon_color='white', icon="flag-checkered", prefix='fa')
    ).add_to(m)

    folium.Marker(
        location=route['end_point'],
        icon=folium.Icon(color="red", icon_color='white', icon="flag-checkered", prefix='fa')
    ).add_to(m)

    return m
In [66]:
# Route rendered using OSRM
get_map(test_route)
Out[66]:
Make this Notebook Trusted to load map: File -> Trust Notebook
In [32]:
# Route rendered by ploting all the coordinates using folium
map
Out[32]:
Make this Notebook Trusted to load map: File -> Trust Notebook
In [33]:
help(polyline.decode)

Help on function decode in module polyline:

decode(expression, precision=5, geojson=False)
    Decode a polyline string into a set of coordinates.
    
    :param expression: Polyline string, e.g. 'u{~vFvyys@fS]'.
    :param precision: Precision of the encoded coordinates. Google Maps uses 5, OpenStreetMap uses 6.
        The default value is 5.
    :param geojson: Set output of tuples to (lon, lat), as per https://tools.ietf.org/html/rfc7946#section-3.1.1
    :return: List of coordinate tuples in (lat, lon) order, unless geojson is set to True.
In [ ]:
In [ ]: